MétaCan
Menu
Back to cohort
Record W4411520897 · doi:10.55606/jupensi.v5i1.5280

Pengaruh Model Pembelajaran Project Based Learning (PjBL) Berbantuan Mind Map Terhadap Kemampuan Berpikir Kreatif Mahasiswa

2025· article· en· W4411520897 on OpenAlexaff
Ivony Sarlin, Stefania Sonia Manek, Wolfgang Asindo Seran

Bibliographic record

VenueJurnal Pendidikan dan Sastra Inggris · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Character Development
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsNonprobability samplingClass (philosophy)Mathematics educationStatistical hypothesis testingCreative thinkingExperimental researchTest (biology)Quasi-experimentResearch methodPsychologyMathematicsSignificant differenceStatistical analysisSample size determinationStatisticsArtificial intelligenceComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

This research aims to test whether the use of a project based learning model assisted by mind maps has an effect on students' creative thinking abilities. The research sample consisted of 50 class A and B students using Shapiro Wilk. quantitative method with a Quasi Experimental Design and a Nonequivalent Pretest-Posttest control group design scheme. Data was collected through pretest and posttest to obtain the N-Gain Score value between the experimental class and the control class. with a sampling technique using a purposive sampling method. Data analysis was carried out using parametric statistical tests, namely the Anova Test. Data analysis results Based on the results of data analysis obtained during the research, it shows that the N-gain score for the experimental class got an average score of 80%, categorized as effective in using the project based learning model assisted by mind maps, while the control class got an average score of 21%, categorized as ineffective in using conventional learning. When testing the hypothesis using the ANOVA test, Sig 0.000 ≤ 0.05 was obtained so that there was a significant difference between the experimental class and the control class. Thus Ho is rejected and Ha is accepted. So it can be concluded that there is a significant influence of the PjBL model assisted by mind maps on students' creative thinking abilities.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.030
GPT teacher head0.335
Teacher spread0.304 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJurnal Pendidikan dan Sastra InggrisSame topicEducation and Character DevelopmentFrench-language works237,207